Best vLLM Alternatives

vLLM 的最佳替代方案 (2026)

UC Berkeley open-source high-throughput LLM inference engine with PagedAttention. Self-host any open-source model and expose an OpenAI-compatible API.

🎯 10 alternatives 📊 Score 80 ✅ Free tier

🔄 Top 10 vLLM Alternatives

#1

TextGen

TextGen

80 pts

💡 Free tier: AGPL-3.0 open source; free private local use · Free API · Open source · 47k Stars

Free Tier ✅ AGPL-3.0 open source; free private local use
Free API ✅ $0
Open Source ✅ Yes
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#2

LocalAI

LocalAI

80 pts

💡 Free tier: MIT open-source, zero API cost when self-hosted. · Free API · Open source · 47k Stars

Free Tier ✅ MIT open-source, zero API cost when self-hosted.
Free API ✅ Self-hosted free OpenAI-compatible API; you pay only your hardware or cloud GPU cost.
Open Source ✅ Yes
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#3

InvokeAI

InvokeAI

80 pts

💡 Free tier: Apache-2.0 open source; free local use · Free API · Open source · 27k Stars

Free Tier ✅ Apache-2.0 open source; free local use
Free API ✅ Unlimited self-hosted
Open Source ✅ Yes
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#4

DEMON

DEMON

80 pts

💡 Free tier: MIT open source; hosted demo also available · Free API · Open source

Free Tier ✅ MIT open source; hosted demo also available
Free API ✅ Unlimited self-hosted
Open Source ✅ Yes
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#5

Baseten

Baseten

70 pts

💡 Free tier: Free trial / startup credits may be available; quota depends on account and sales approval · Free API

Free Tier ✅ Free trial / startup credits may be available; quota depends on account and sales approval
Free API ✅ Trial credits / startup credits may be available after signup or sales contact
Open Source ❌ No
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#6

RunPod

RunPod

70 pts

💡 Free tier: Account promotions and community credits vary; paid GPU/serverless usage is the default · Free API

Free Tier ✅ Account promotions and community credits vary; paid GPU/serverless usage is the default
Free API ✅ Promotional/community credits may be available; verify account balance before launching GPUs
Open Source ❌ No
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#7

Nebius AI Studio

Nebius AI Studio

70 pts

💡 Free tier: Trial credits / free inference testing may be available; verify Nebius AI Studio dashboard · Free API

Free Tier ✅ Trial credits / free inference testing may be available; verify Nebius AI Studio dashboard
Free API ✅ Trial credits / promotional balance may be available; check AI Studio account
Open Source ❌ No
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#8

Parasail

Parasail

70 pts

💡 Free tier: Free serverless inference testing; quota and model access vary by account · Free API

Free Tier ✅ Free serverless inference testing; quota and model access vary by account
Free API ✅ Free credits / trial serverless inference may be available; verify dashboard
Open Source ❌ No
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#9

llama2.c

llama2.c

55 pts

💡 Free tier: MIT open source; free local use · Open source · 20k Stars

Free Tier ✅ MIT open source; free local use
Free API ❌ None
Open Source ✅ Yes
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#10

WhatDreamsCost ComfyUI

WhatDreamsCost ComfyUI

55 pts

💡 Free tier: GPL-3.0 open source; free local ComfyUI use · Open source

Free Tier ✅ GPL-3.0 open source; free local ComfyUI use
Free API ❌ None
Open Source ✅ Yes
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📊 vLLM vs Alternatives

Platform Score Free Tier Free API Open Source China Access Free Models
vLLM 80 ✅ Apache-2.0 open-source. 🌐 1
TextGen 80 ✅ AGPL-3.0 open source; free private local use 🌐 1
LocalAI 80 ✅ MIT open-source, zero API cost when self-hosted. 🌐 1
InvokeAI 80 ✅ Apache-2.0 open source; free local use 🌐 1
DEMON 80 ✅ MIT open source; hosted demo also available 🌐 1
Baseten 70 ✅ Free trial / startup credits may be available; quota depends on account and sales approval 🌐 3
RunPod 70 ✅ Account promotions and community credits vary; paid GPU/serverless usage is the default 🌐 3
Nebius AI Studio 70 ✅ Trial credits / free inference testing may be available; verify Nebius AI Studio dashboard 🌐 3
Parasail 70 ✅ Free serverless inference testing; quota and model access vary by account 🌐 3
llama2.c 55 ✅ MIT open source; free local use 🌐 1
WhatDreamsCost ComfyUI 55 ✅ GPL-3.0 open source; free local ComfyUI use 🌐 1

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